From bce9f46fc3aeb4566a9ce29886d74d1a203b054f Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 17:50:37 +0000 Subject: [PATCH 1/3] extract: 2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...mond-musk-misreads-foundation-trilogy.json | 24 +++++++++++++++++++ ...iamond-musk-misreads-foundation-trilogy.md | 13 +++++++++- 2 files changed, 36 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy.json diff --git a/inbox/queue/.extraction-debug/2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy.json b/inbox/queue/.extraction-debug/2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy.json new file mode 100644 index 00000000..b6fd17d2 --- /dev/null +++ b/inbox/queue/.extraction-debug/2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy.json @@ -0,0 +1,24 @@ +{ + "rejected_claims": [ + { + "filename": "fiction-to-reality-pipeline-transmits-philosophical-architecture-not-guaranteed-wisdom.md", + "issues": [ + "no_frontmatter" + ] + } + ], + "validation_stats": { + "total": 1, + "kept": 0, + "fixed": 1, + "rejected": 1, + "fixes_applied": [ + "fiction-to-reality-pipeline-transmits-philosophical-architecture-not-guaranteed-wisdom.md:set_created:2026-03-18" + ], + "rejections": [ + "fiction-to-reality-pipeline-transmits-philosophical-architecture-not-guaranteed-wisdom.md:no_frontmatter" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy.md b/inbox/queue/2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy.md index 13d85680..a9881fc2 100644 --- a/inbox/queue/2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy.md +++ b/inbox/queue/2018-00-00-lithub-diamond-musk-misreads-foundation-trilogy.md @@ -7,9 +7,13 @@ date: 2018-00-00 domain: entertainment secondary_domains: [grand-strategy] format: article -status: unprocessed +status: null-result priority: medium tags: [fiction-to-reality-pipeline, foundation-asimov, spacex, musk, critical-analysis, survivorship-bias, narrative-infrastructure] +processed_by: clay +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 1 claims, 1 rejected by validator" --- ## Content @@ -50,3 +54,10 @@ Literary critic Jonny Diamond argues that Elon Musk fundamentally misapplies Asi PRIMARY CONNECTION: the fiction-to-reality pipeline is real but probabilistic WHY ARCHIVED: Critical counter-perspective that accepts the pipeline's causal direction while questioning the quality of outcome. Adds important nuance: pipeline transmits influence, not wisdom. EXTRACTION HINT: Could yield a refinement or challenge to the pipeline claim — "pipeline shapes strategic mission but doesn't guarantee the mission is well-formed." Consider as evidence for the "probabilistic" qualifier in Belief 2. + + +## Key Facts +- Elon Musk cited Asimov's Foundation trilogy as influence for SpaceX in 2017 Rolling Stone interview +- Musk stated his goal as 'take the set of actions that are likely to prolong civilization' and minimize dark ages +- Jonny Diamond is Literary Hub's editor in chief +- Article published circa 2018 after the 2017 Rolling Stone profile -- 2.45.2 From d242d130ce246903a35cf7e2c1f030a7cc1a691d Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 17:51:29 +0000 Subject: [PATCH 2/3] extract: 2025-01-00-chaffer-agentbound-tokens-ai-accountability Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...r-agentbound-tokens-ai-accountability.json | 37 +++++++++++++++++++ ...fer-agentbound-tokens-ai-accountability.md | 15 +++++++- 2 files changed, 51 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2025-01-00-chaffer-agentbound-tokens-ai-accountability.json diff --git a/inbox/queue/.extraction-debug/2025-01-00-chaffer-agentbound-tokens-ai-accountability.json b/inbox/queue/.extraction-debug/2025-01-00-chaffer-agentbound-tokens-ai-accountability.json new file mode 100644 index 00000000..d2da3c80 --- /dev/null +++ b/inbox/queue/.extraction-debug/2025-01-00-chaffer-agentbound-tokens-ai-accountability.json @@ -0,0 +1,37 @@ +{ + "rejected_claims": [ + { + "filename": "cryptoeconomic-staking-creates-ai-agent-accountability-through-automatic-slashing-without-human-discretion.md", + "issues": [ + "missing_attribution_extractor" + ] + }, + { + "filename": "accountability-scales-with-autonomy-as-design-principle-for-ai-agent-governance.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 2, + "kept": 0, + "fixed": 7, + "rejected": 2, + "fixes_applied": [ + "cryptoeconomic-staking-creates-ai-agent-accountability-through-automatic-slashing-without-human-discretion.md:set_created:2026-03-18", + "cryptoeconomic-staking-creates-ai-agent-accountability-through-automatic-slashing-without-human-discretion.md:stripped_wiki_link:coding agents cannot take accountability for mistakes", + "cryptoeconomic-staking-creates-ai-agent-accountability-through-automatic-slashing-without-human-discretion.md:stripped_wiki_link:coding-agents-cannot-take-accountability-for-mistakes-which-", + "cryptoeconomic-staking-creates-ai-agent-accountability-through-automatic-slashing-without-human-discretion.md:stripped_wiki_link:AI-agents-as-personal-advocates-collapse-Coasean-transaction", + "accountability-scales-with-autonomy-as-design-principle-for-ai-agent-governance.md:set_created:2026-03-18", + "accountability-scales-with-autonomy-as-design-principle-for-ai-agent-governance.md:stripped_wiki_link:economic-forces-push-humans-out-of-every-cognitive-loop-wher", + "accountability-scales-with-autonomy-as-design-principle-for-ai-agent-governance.md:stripped_wiki_link:adaptive-governance-outperforms-rigid-alignment-blueprints-b" + ], + "rejections": [ + "cryptoeconomic-staking-creates-ai-agent-accountability-through-automatic-slashing-without-human-discretion.md:missing_attribution_extractor", + "accountability-scales-with-autonomy-as-design-principle-for-ai-agent-governance.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2025-01-00-chaffer-agentbound-tokens-ai-accountability.md b/inbox/queue/2025-01-00-chaffer-agentbound-tokens-ai-accountability.md index 7e2030a9..9829b7e6 100644 --- a/inbox/queue/2025-01-00-chaffer-agentbound-tokens-ai-accountability.md +++ b/inbox/queue/2025-01-00-chaffer-agentbound-tokens-ai-accountability.md @@ -7,10 +7,14 @@ date: 2025-01-01 domain: ai-alignment secondary_domains: [internet-finance] format: article -status: unprocessed +status: null-result priority: medium tags: [agentbound-tokens, accountability, skin-in-the-game, cryptoeconomics, mechanism-design, AI-agents, governance] flagged_for_rio: ["Cryptoeconomic mechanism design for AI agent accountability — tiered staking, slashing, DAO governance. Rio should evaluate whether the staking mechanism has prediction market properties for surfacing AI reliability signals"] +processed_by: theseus +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 2 claims, 2 rejected by validator" --- ## Content @@ -63,3 +67,12 @@ PRIMARY CONNECTION: [[coding agents cannot take accountability for mistakes whic WHY ARCHIVED: First governance mechanism specifically designed for AI agent accountability using cryptoeconomic principles. Also relevant to Rio's mechanism design territory. EXTRACTION HINT: Focus on the accountability-scales-with-autonomy principle and the staking model structure. Note the key limitation: measurement dependency. Do not over-claim — this is a working paper with no deployment evidence. + + +## Key Facts +- Agentbound Tokens (ABTs) are cryptographic tokens serving as 'tamper-proof digital birth certificates' for autonomous AI agents +- ABT mechanism includes temporary blacklisting for repeat offenses +- ABT validator DAOs use hybrid human-AI oversight +- ABT governance uses utility-weighted voting where power derives from task success rates and energy efficiency +- ABT governance includes per-agent caps to prevent monopolization +- Working paper authored by Tomer Jordi Chaffer at McGill University with contributions from Goldston, Muttoni, Zhao, Shaw Walters -- 2.45.2 From fffc4dca43e09412adb8d8ee1bc8380c792f6669 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Wed, 18 Mar 2026 17:52:01 +0000 Subject: [PATCH 3/3] extract: 2025-01-01-aha-food-is-medicine-systematic-review-rcts Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA> --- ...od-is-medicine-systematic-review-rcts.json | 25 +++++++++++++++++++ ...food-is-medicine-systematic-review-rcts.md | 16 +++++++++++- 2 files changed, 40 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2025-01-01-aha-food-is-medicine-systematic-review-rcts.json diff --git a/inbox/queue/.extraction-debug/2025-01-01-aha-food-is-medicine-systematic-review-rcts.json b/inbox/queue/.extraction-debug/2025-01-01-aha-food-is-medicine-systematic-review-rcts.json new file mode 100644 index 00000000..0aed4b61 --- /dev/null +++ b/inbox/queue/.extraction-debug/2025-01-01-aha-food-is-medicine-systematic-review-rcts.json @@ -0,0 +1,25 @@ +{ + "rejected_claims": [ + { + "filename": "food-is-medicine-rcts-show-consistent-diet-quality-improvements-but-inconsistent-clinical-outcomes.md", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 1, + "kept": 0, + "fixed": 2, + "rejected": 1, + "fixes_applied": [ + "food-is-medicine-rcts-show-consistent-diet-quality-improvements-but-inconsistent-clinical-outcomes.md:set_created:2026-03-18", + "food-is-medicine-rcts-show-consistent-diet-quality-improvements-but-inconsistent-clinical-outcomes.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau" + ], + "rejections": [ + "food-is-medicine-rcts-show-consistent-diet-quality-improvements-but-inconsistent-clinical-outcomes.md:missing_attribution_extractor" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-18" +} \ No newline at end of file diff --git a/inbox/queue/2025-01-01-aha-food-is-medicine-systematic-review-rcts.md b/inbox/queue/2025-01-01-aha-food-is-medicine-systematic-review-rcts.md index 0bcc4571..9420862e 100644 --- a/inbox/queue/2025-01-01-aha-food-is-medicine-systematic-review-rcts.md +++ b/inbox/queue/2025-01-01-aha-food-is-medicine-systematic-review-rcts.md @@ -7,9 +7,13 @@ date: 2025-01-01 domain: health secondary_domains: [] format: systematic-review -status: unprocessed +status: null-result priority: high tags: [food-is-medicine, systematic-review, rct, hba1c, blood-pressure, bmi, aha, clinical-outcomes, evidence-review] +processed_by: vida +processed_date: 2026-03-18 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 1 claims, 1 rejected by validator" --- ## Content @@ -63,3 +67,13 @@ AHA Scientific Statement published in Circulation reviewing 14 US randomized con PRIMARY CONNECTION: Existing food-as-medicine / SDOH evidence claims in health domain WHY ARCHIVED: Most authoritative US RCT evidence review on FIM clinical outcomes — the canonical source for "what the evidence actually says" EXTRACTION HINT: Extract two claims: (1) FIM consistently improves diet quality and food security (proven); (2) FIM clinical outcomes (HbA1c, BP, BMI) are inconsistent and often non-significant in RCTs (likely). These are different claims that the field conflates. + + +## Key Facts +- AHA Scientific Statement reviewed 14 US randomized controlled trials of Food Is Medicine interventions +- FIM intervention types reviewed: medically tailored meals, produce prescriptions, medically tailored groceries, food pharmacies +- Clinical outcomes assessed: HbA1c, blood pressure, BMI +- Medically tailored meals have the most evidence and highest intervention specificity among FIM types +- AHA supports expansion and standardization of FIM programs despite inconsistent RCT evidence +- Recipe4Health observational study (2,643 participants) showed HbA1c -0.37%, non-HDL -17 mg/dL but was not an RCT +- Multisite evaluation of 9 produce prescription programs showed improvements in food security and F&V intake but was not RCT design -- 2.45.2